When EOS Tokens Disagree: Understanding Length Inflation in On-Policy Distillation Paper • 2609.20511 • Published 9 days ago • 108
RoboTok: An Internet-Scale Data Engine for Human Demonstration Retrieval and Dexterous Manipulation Learning Paper • 2609.03199 • Published 24 days ago • 31
HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness? Paper • 2609.01437 • Published 25 days ago • 220
SpanCalib-VLM: Calibrated Hallucination Span Detection in Vision-Language Models Paper • 2608.29974 • Published 27 days ago • 4
Lucida: Parse, Generate, and Place for Composable Real-to-Sim Scene Modeling Paper • 2608.30821 • Published 26 days ago • 67
Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill Paper • 2608.11924 • Published Aug 12 • 110
DuplexGen: Adaptive Synthesis of Human-AI Turn-Taking Dialogues Paper • 2607.26178 • Published Jul 28 • 12
TARS: Timestep-Aware Data Scaling for 3D-Free Video Re-Shooting Paper • 2607.28261 • Published Jul 30 • 18
Blind-Spots-Bench: Evaluating Blind Spots in Multimodal Models Paper • 2607.08317 • Published Jul 9 • 32
Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Paper • 2607.13431 • Published Jul 15 • 15
Weak-to-Strong Generalization via Direct On-Policy Distillation Paper • 2607.05394 • Published Jul 8 • 144
PAST-TIDE: Prototype-Anchored Statement Tuning with Topic-Invariant Normalization for Stance Detection Paper • 2607.04690 • Published Jul 6 • 1
GDSD: Reinforcement Learning as Guided Denoiser Self-Distillation for Diffusion Language Models Paper • 2605.29398 • Published May 28 • 5
Linear Ensembles Wash Away Watermarks: On the Fragility of Distributional Perturbations in LLMs Paper • 2605.30501 • Published May 28 • 27
SpatialBench: Is Your Spatial Foundation Model an All-Round Player? Paper • 2605.27367 • Published May 26 • 70
DelTA: Discriminative Token Credit Assignment for Reinforcement Learning from Verifiable Rewards Paper • 2605.21467 • Published May 20 • 86